{"id":"https://openalex.org/W2114656614","doi":"https://doi.org/10.1093/bioinformatics/btu040","title":"Learning phenotype densities conditional on many interacting predictors","display_name":"Learning phenotype densities conditional on many interacting predictors","publication_year":2014,"publication_date":"2014-02-05","ids":{"openalex":"https://openalex.org/W2114656614","doi":"https://doi.org/10.1093/bioinformatics/btu040","mag":"2114656614","pmid":"https://pubmed.ncbi.nlm.nih.gov/24501099"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btu040","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btu040","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075530743","display_name":"David C. Kessler","orcid":null},"institutions":[{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]},{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David C. Kessler","raw_affiliation_strings":["1 Advanced Analytics Division, SAS Institute Inc., Cary, NC 27513, 2Molecular and Genetic Epidemiology Section, Epidemiology Branch and Laboratory of Molecular Carcinogenesis, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709 and 3Department of Statistical Science, Duke University, Durham, NC 27708"],"affiliations":[{"raw_affiliation_string":"1 Advanced Analytics Division, SAS Institute Inc., Cary, NC 27513, 2Molecular and Genetic Epidemiology Section, Epidemiology Branch and Laboratory of Molecular Carcinogenesis, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709 and 3Department of Statistical Science, Duke University, Durham, NC 27708","institution_ids":["https://openalex.org/I4210095140","https://openalex.org/I122754148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024312010","display_name":"Jack A. Taylor","orcid":"https://orcid.org/0000-0001-5303-6398"},"institutions":[{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]},{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack A. Taylor","raw_affiliation_strings":["1 Advanced Analytics Division, SAS Institute Inc., Cary, NC 27513, 2Molecular and Genetic Epidemiology Section, Epidemiology Branch and Laboratory of Molecular Carcinogenesis, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709 and 3Department of Statistical Science, Duke University, Durham, NC 27708"],"affiliations":[{"raw_affiliation_string":"1 Advanced Analytics Division, SAS Institute Inc., Cary, NC 27513, 2Molecular and Genetic Epidemiology Section, Epidemiology Branch and Laboratory of Molecular Carcinogenesis, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709 and 3Department of Statistical Science, Duke University, Durham, NC 27708","institution_ids":["https://openalex.org/I4210095140","https://openalex.org/I122754148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108072328","display_name":"David B. Dunson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]},{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David B. Dunson","raw_affiliation_strings":["1 Advanced Analytics Division, SAS Institute Inc., Cary, NC 27513, 2Molecular and Genetic Epidemiology Section, Epidemiology Branch and Laboratory of Molecular Carcinogenesis, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709 and 3Department of Statistical Science, Duke University, Durham, NC 27708"],"affiliations":[{"raw_affiliation_string":"1 Advanced Analytics Division, SAS Institute Inc., Cary, NC 27513, 2Molecular and Genetic Epidemiology Section, Epidemiology Branch and Laboratory of Molecular Carcinogenesis, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709 and 3Department of Statistical Science, Duke University, Durham, NC 27708","institution_ids":["https://openalex.org/I4210095140","https://openalex.org/I122754148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075530743"],"corresponding_institution_ids":["https://openalex.org/I122754148","https://openalex.org/I4210095140"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":0.3518,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59275053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"30","issue":"11","first_page":"1562","last_page":"1568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5693700909614563},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5662010312080383},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.48795002698898315},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4680730104446411},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4580281376838684},{"id":"https://openalex.org/keywords/conditional-probability-distribution","display_name":"Conditional probability distribution","score":0.4480760097503662},{"id":"https://openalex.org/keywords/exponential-family","display_name":"Exponential family","score":0.43724381923675537},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.431487113237381},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.424391508102417},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3215498924255371},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31820619106292725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2790275812149048},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2507292628288269},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.23183834552764893}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5693700909614563},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5662010312080383},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.48795002698898315},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4680730104446411},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4580281376838684},{"id":"https://openalex.org/C43555835","wikidata":"https://www.wikidata.org/wiki/Q2300258","display_name":"Conditional probability distribution","level":2,"score":0.4480760097503662},{"id":"https://openalex.org/C55974624","wikidata":"https://www.wikidata.org/wiki/Q1188504","display_name":"Exponential family","level":2,"score":0.43724381923675537},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.431487113237381},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.424391508102417},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3215498924255371},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31820619106292725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2790275812149048},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2507292628288269},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.23183834552764893},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btu040","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btu040","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:24501099","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24501099","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:europepmc.org:3411885","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4029029","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7400000095367432,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1636482284","display_name":null,"funder_award_id":"T32ES007018","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G1694191814","display_name":null,"funder_award_id":"T32ES007018","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G216461661","display_name":null,"funder_award_id":"T32ES00701","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G5689137279","display_name":null,"funder_award_id":"Z01 ES049032","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G6833845136","display_name":null,"funder_award_id":"ES007018","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G908157178","display_name":null,"funder_award_id":"ES007018","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W171292237","https://openalex.org/W1494732973","https://openalex.org/W1513861746","https://openalex.org/W1572036098","https://openalex.org/W1573647811","https://openalex.org/W1963826206","https://openalex.org/W1967611219","https://openalex.org/W1975427826","https://openalex.org/W1994277825","https://openalex.org/W2005931557","https://openalex.org/W2025653905","https://openalex.org/W2046584898","https://openalex.org/W2049633694","https://openalex.org/W2059029763","https://openalex.org/W2063608735","https://openalex.org/W2075517844","https://openalex.org/W2096602764","https://openalex.org/W2104097434","https://openalex.org/W2105658140","https://openalex.org/W2112121851","https://openalex.org/W2117496083","https://openalex.org/W2126292488","https://openalex.org/W2136999619","https://openalex.org/W2137741723","https://openalex.org/W2138689104","https://openalex.org/W2151792436","https://openalex.org/W2154036191","https://openalex.org/W2154566431","https://openalex.org/W2159080219","https://openalex.org/W2165038986","https://openalex.org/W2171779101","https://openalex.org/W2183460252","https://openalex.org/W2911964244","https://openalex.org/W2951642885","https://openalex.org/W2963923362","https://openalex.org/W2990138404","https://openalex.org/W3005335434","https://openalex.org/W3099006712","https://openalex.org/W4212774754","https://openalex.org/W6606997615","https://openalex.org/W6634147026","https://openalex.org/W6649047547","https://openalex.org/W6674458880","https://openalex.org/W6676203565","https://openalex.org/W6676959145","https://openalex.org/W6677317343","https://openalex.org/W6680661866","https://openalex.org/W6682567057","https://openalex.org/W6682773826","https://openalex.org/W6684570416","https://openalex.org/W6686119966"],"related_works":["https://openalex.org/W1516206434","https://openalex.org/W2375134271","https://openalex.org/W1964286703","https://openalex.org/W2142259463","https://openalex.org/W4246107347","https://openalex.org/W2055971045","https://openalex.org/W2753281648","https://openalex.org/W2317328067","https://openalex.org/W2979609650","https://openalex.org/W4302559966"],"abstract_inverted_index":{"We":[0],"demonstrate":[1,56],"a":[2,9,45],"novel":[3],"non-parametric":[4],"Bayes":[5],"method":[6,19],"based":[7],"on":[8],"tensor":[10],"factorization":[11],"of":[12],"predictor-dependent":[13],"weights":[14],"for":[15,24,30],"Gaussian":[16],"kernels.":[17],"The":[18,34],"uses":[20],"multistage":[21],"predictor":[22],"selection":[23],"dimension":[25],"reduction,":[26],"providing":[27],"succinct":[28],"models":[29],"the":[31,41],"phenotype":[32],"distribution.":[33],"resulting":[35],"conditional":[36],"density":[37],"morphs":[38],"flexibly":[39],"with":[40],"selected":[42],"predictors.":[43],"In":[44],"simulation":[46],"study":[47],"and":[48],"an":[49],"application":[50],"to":[51],"molecular":[52],"epidemiology":[53],"data,":[54],"we":[55],"advantages":[57],"over":[58],"commonly":[59],"used":[60],"methods.":[61]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
